ZORA Publication List

Publications

• Bolliger, Lena S; Haller, Patrick; Jäger, Lena A (2024). On the alignment of LM language generation and human language comprehension. In: Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, Miami, FL, 12 November 2024 - 16 November 2024, 217-231.
• Haller, Patrick; Vamvas, Jannis; Jäger, Lena A (2024). Yes, no, maybe? Revisiting language models' response stability under paraphrasing for the assessment of political leaning. In: First Conference on Language Modeling, Philadelphia, PA, 7 Oktober 2024 - 9 Oktober 2024.
• Haller, Patrick; Bolliger, Lena Sophia; Jäger, Lena A (2024). Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences. In: The 62nd Annual Meeting of the Association for Computational Linguistics, Bangkok, Thailand, 11 August 2024 - 16 August 2024. Association for Computational Linguistics, 7878-7892.
• Haller, Patrick; Bolliger, Lena S; Jäger, Lena A (2024). On language models’ cognitive biases in reading time prediction. In: ICML 2024 Workshop on LLMs and Cognition, Vienna, Austria, 27 July 2024, s.n..
• Alakmeh, Tarek; Reich, David; Jäger, Lena; Fritz, Thomas (2024). Predicting code comprehension: a novel approach to align human gaze with code using deep neural networks. In: ACM International Conference on the Foundations of Software Engineering, Porto de Galinhas, Brazil, 17 July 2024 - 19 July 2024, 1982-2004.
• Jakobi, Deborah N; Krakowczyk, Daniel G; Jäger, Lena A (2024). Reporting Eye-Tracking Data Quality: Towards a New Standard. In: ETRA '24: The 2024 Symposium on Eye Tracking Research and Applications, Glasgow United Kingdom, 4 June 2024 - 7 June 2024, 1-3.
• Bolliger, Lena S; Reich, David R; Haller, Patrick; Jakobi, Deborah N; Prasse, Paul; Jäger, Lena A (2023). ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 6 December 2023 - 10 December 2023. Association for Computational Linguistics, 15513-15538.
• Krakowczyk, Daniel G; Prasse, Paul; Reich, David R; Lapuschkin, Sebastian; Scheffer, Tobias; Jäger, Lena A (2023). Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. In: ETRA '23: 2023 Symposium on Eye Tracking Research and Applications, Tübingen Germany, 30 May 2023 - 2 June 2023. ACM, 1-8.
• Prasse, Paul; Reich, David Robert; Makowski, Silvia; Ahn, Seoyoung; Scheffer, Tobias; Jäger, Lena A (2023). SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. In: ETRA '23: 2023 Symposium on Eye Tracking Research and Applications, Tübingen, Germany, 30 May 2023 - 2 June 2023. ACM Digital library, 18.
• Hollenstein, Nora; Tröndle, Marius; Plomecka, Martyna; Kiegeland, Samuel; Özyurt, Yilmazcan; Jäger, Lena A; Langer, Nicolas (2023). The ZuCo benchmark on cross-subject reading task classification with EEG and eye-tracking data. Frontiers in Psychology, 13:1028824.
• Makowski, Silvia; Prasse, Paul; Jäger, Lena Ann; Scheffer, Tobias (2023). Detection of Drowsiness and Impending Microsleep from Eye Movements. In: NeuRIPS 2023 Workshop on Gaze Meets ML, New Orleans, Louisiana, United States, 10 December 2023.
• Deng, Shuwen; Prasse, Paul; Reich, David R; Scheffer, Tobias; Jäger, Lena A (2023). Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 1 December 2023, 6500-6507.
• Krakowczyk, Daniel; Reich, David R; Prasse, Paul; Lapuschkin, Sebastian; Scheffer, Tobias; Jäger, Lena A (2022). Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. In: NeurIPS 2022, Gaze Meets ML Workshop, New Orleans, LA, 3 Dezember 2022, 1-29.
• Makowski, Silvia; Prasse, Paul; Jäger, Lena A; Scheffer, Tobias (2022). Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. In: 2022 IEEE International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates, 10 October 2022 - 13 October 2022, IEEE.
• Bradshaw, Leah; Chodroff, Eleanor; Jäger, Lena; Dellwo, Volker (2022). Fundamental Frequency Variability over Time in Telephone Interactions. In: Interspeech 2022, Incheon, Korea, 18 September 2022 - 22 September 2022.
• Reich, David R; Prasse, Paul; Tschirner, Chiara; Haller, Patrick; Stegenwallner-Schütz, Maja; Goldhammer, Frank; Jäger, Lena A (2022). Inferring Reading Comprehension from Eye Movements. In: AMLaP 2022 - Architectures and Mechanisms of Language Processing 2022, York, UK, 7 September 2022 - 9 September 2022.
• Haller, Patrick; Koncic, Iva; Reich, David R; Tschirner, Chiara; Makowski, Silvia; Jäger, Lena A (2022). Measurement Reliability of Individual Differences in Sentence Processing. In: AMLaP 2022 - Architectures and Mechanisms of Language Processing 2022, York, UK, 7 September 2022 - 9 September 2022.
• Deng, Shuweng; Prasse, Paul; Reich, David R; Dziemian, Sabine; Stegenwallner-Schütz, Maja; Krakowczyk, Daniel; Makowski, Silvia; Langer, Nicolas; Scheffer, Tobias; Jäger, Lena A (2022). Detection of ADHD based on Eye Movements during Natural Viewing. ArXiv.org 2207.01377, Cornell University.
• Reich, David R; Prasse, Paul; Tschirner, Chiara; Haller, Patrick; Goldhammer, Frank; Jäger, Lena A (2022). Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. In: ETRA '22: 2022 Symposium on Eye Tracking Research and Applications, Seattle, 8 June 2022 - 11 June 2022.
• Prasse, Paul; Reich, David Robert; Makowski, Silvia; Jäger, Lena A; Scheffer, Tobias (2022). Fairness in Oculomotoric Biometric Identification. In: ETRA '22: 2022 Symposium on Eye Tracking Research and Applications, Seattle WA USA, 2022. ACM, 1-8.

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